Analyzing Time Course Gene Expression Data with Biological and Technical Replicates to Estimate Gene Networks by State Space Models.
Osamu HiroseRyo YoshidaRui YamaguchiSeiya ImotoTomoyuki HiguchiSatoru MiyanoPublished in: Asia International Conference on Modelling and Simulation (2008)
Keyphrases
- gene expression data
- gene networks
- gene regulatory networks
- microarray
- gene expression analysis
- yeast cell cycle
- gene expression
- regulatory networks
- microarray data
- gene expression data analysis
- state space
- systems biology
- analysis of gene expression data
- biological data
- data sets
- molecular biology
- high throughput
- gene expression profiles
- biological systems
- biological processes
- high dimensionality
- high dimensional
- high dimensional data
- experimental conditions
- complex systems
- reverse engineering
- probabilistic model
- machine learning methods
- dynamic bayesian networks
- information theoretic
- gene selection
- neural network